from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is smaller than 0.5
    # both H and B are larger or equal to threshold, H larger than rate, then Honest Eq.
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.4, initial_h = 0.55)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.55]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test1.png')

The total rewards of Honest at round  1  is:  13015.919999999951 The total rewards of Byzantine at round  1  is:  8829.975000000037
tmp:  0.5958062143940523
total_r_honest:  13015.919999999951 total_r_byzantine:  8829.975000000037
The probability of being honest:  0.5521341385002638
The proportion of honest:  0.552734375
The total rewards of Honest at round  2  is:  13325.903999999957 The total rewards of Byzantine at round  2  is:  8579.485000000022
tmp:  0.6083390712668909
total_r_honest:  13325.903999999957 total_r_byzantine:  8579.485000000022
The probability of being honest:  0.5590533342695998
The proportion of honest:  0.546875
The total rewards of Honest at round  3  is:  13883.520000000066 The total rewards of Byzantine at round  3  is:  8118.839999999978
tmp:  0.6310014016678228
total_r_honest:  13883.520000000066 total_r_byzantine:  8118.839999999978
The probability of being honest:  0.5715637320268276
The proportion of honest:  0.580078125
The total rewards of Honest at round  4  is:  14355.791999999927 The total rewards of Byzantine at round  4  is:  7789.449999999957
tmp:  0.6482562710310414
total_r_honest:  14355.791999999927 total_r_byzantine:  7789.449999999957
The probability of being honest:  0.5813498450959546
The proportion of honest:  0.591796875
The total rewards of Honest at round  5  is:  15692.975999999948 The total rewards of Byzantine at round  5  is:  6857.290000000028
tmp:  0.6959109041108413
total_r_honest:  15692.975999999948 total_r_byzantine:  6857.290000000028
The probability of being honest:  0.6086841114946868
The proportion of honest:  0.59375
The total rewards of Honest at round  6  is:  14694.143999999922 The total rewards of Byzantine at round  6  is:  7535.83999999996
tmp:  0.661005603962648
total_r_honest:  14694.143999999922 total_r_byzantine:  7535.83999999996
The probability of being honest:  0.5885356692503043
The proportion of honest:  0.578125
The total rewards of Honest at round  7  is:  15046.272000000068 The total rewards of Byzantine at round  7  is:  7292.1600000000335
tmp:  0.6735598989221804
total_r_honest:  15046.272000000068 total_r_byzantine:  7292.1600000000335
The probability of being honest:  0.5957302474062465
The proportion of honest:  0.578125
The total rewards of Honest at round  8  is:  13966.463999999936 The total rewards of Byzantine at round  8  is:  8071.91999999998
tmp:  0.6337335804657904
total_r_honest:  13966.463999999936 total_r_byzantine:  8071.91999999998
The probability of being honest:  0.5731530338648418
The proportion of honest:  0.587890625
The total rewards of Honest at round  9  is:  15936.143999999957 The total rewards of Byzantine at round  9  is:  6682.370000000013
tmp:  0.7045619354127322
total_r_honest:  15936.143999999957 total_r_byzantine:  6682.370000000013
The probability of being honest:  0.6136518163761492
The proportion of honest:  0.62109375
The total rewards of Honest at round  10  is:  16536.0 The total rewards of Byzantine at round  10  is:  0.0
tmp:  1.0
total_r_honest:  16536.0 total_r_byzantine:  0.0
The probability of being honest:  0.6956778818151877
The proportion of honest:  0.708984375
TERMINATED! The final proportion of honest is:  1 The total rounds of game is:  10

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is smaller than 0.5
    # both H and B are larger larger or equal to threshold, H smaller than rate, then Byzantine Eq.
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.4, initial_h = 0.5)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.5]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test2.png')

The total rewards of Honest at round  1  is:  9844.607999999982 The total rewards of Byzantine at round  1  is:  11821.920000000038
tmp:  0.45436943104128047
total_r_honest:  9844.607999999982 total_r_byzantine:  11821.920000000038
The probability of being honest:  0.4753037126870858
The proportion of honest:  0.484375
The total rewards of Honest at round  2  is:  10154.112000000016 The total rewards of Byzantine at round  2  is:  11495.880000000016
tmp:  0.4690122749237044
total_r_honest:  10154.112000000016 total_r_byzantine:  11495.880000000016
The probability of being honest:  0.4832341879002197
The proportion of honest:  0.48828125
The total rewards of Honest at round  3  is:  10667.999999999989 The total rewards of Byzantine at round  3  is:  10960.769999999948
tmp:  0.4932319313580948
total_r_honest:  10667.999999999989 total_r_byzantine:  10960.769999999948
The probability of being honest:  0.49634044034903685
The proportion of honest:  0.513671875
The total rewards of Honest at round  4  is:  10541.039999999985 The total rewards of Byzantine at round  4  is:  11055.59999999995
tmp:  0.48808703576111917
total_r_honest:  10541.039999999985 total_r_byzantine:  11055.59999999995
The probability of being honest:  0.4935683547709885
The proportion of honest:  0.525390625
The total rewards of Honest at round  5  is:  12150.191999999945 The total rewards of Byzantine at round  5  is:  9565.69499999996
tmp:  0.559507055825074
total_r_honest:  12150.191999999945 total_r_byzantine:  9565.69499999996
The probability of being honest:  0.5322613304938398
The proportion of honest:  0.529296875
The total rewards of Honest at round  6  is:  11616.14399999993 The total rewards of Byzantine at round  6  is:  10036.44500000006
tmp:  0.5364782936580903
total_r_honest:  11616.14399999993 total_r_byzantine:  10036.44500000006
The probability of being honest:  0.5197359781238771
The proportion of honest:  0.486328125
The total rewards of Honest at round  7  is:  10171.151999999991 The total rewards of Byzantine at round  7  is:  11477.319999999983
tmp:  0.46983232811997094
total_r_honest:  10171.151999999991 total_r_byzantine:  11477.319999999983
The probability of being honest:  0.48367870070394325
The proportion of honest:  0.466796875
The total rewards of Honest at round  8  is:  8844.911999999968 The total rewards of Byzantine at round  8  is:  12951.12000000002
tmp:  0.40580377198932227
total_r_honest:  8844.911999999968 total_r_byzantine:  12951.12000000002
The probability of being honest:  0.4488519415189959
The proportion of honest:  0.443359375
The total rewards of Honest at round  9  is:  8923.82399999998 The total rewards of Byzantine at round  9  is:  12870.599999999968
tmp:  0.4094544549560017
total_r_honest:  8923.82399999998 total_r_byzantine:  12870.599999999968
The probability of being honest:  0.4508247807680204
The proportion of honest:  0.4453125
The total rewards of Honest at round  10  is:  8043.839999999982 The total rewards of Byzantine at round  10  is:  13958.599999999933
tmp:  0.3655885438160501
total_r_honest:  8043.839999999982 total_r_byzantine:  13958.599999999933
The probability of being honest:  0.42659969360142647
The proportion of honest:  0.400390625
The total rewards of Honest at round  11  is:  6740.400000000019 The total rewards of Byzantine at round  11  is:  15818.174999999923
tmp:  0.2987954691287032
total_r_honest:  6740.400000000019 total_r_byzantine:  15818.174999999923
The probability of being honest:  0.3884365796897125
The proportion of honest:  0.400390625
The total rewards of Honest at round  12  is:  7409.520000000009 The total rewards of Byzantine at round  12  is:  14826.56500000002
tmp:  0.3332205287036814
total_r_honest:  7409.520000000009 total_r_byzantine:  14826.56500000002
The probability of being honest:  0.408335103983819
The proportion of honest:  0.3984375
The total rewards of Honest at round  13  is:  -117.70799999999969 The total rewards of Byzantine at round  13  is:  15343.020000000044
tmp:  -0.007731073097221216
total_r_honest:  -117.70799999999969 total_r_byzantine:  15343.020000000044
The probability of being honest:  0.3158226382844817
The proportion of honest:  0.318359375
TERMINATED! The final proportion of honest is:  0 The total rounds of game is:  13

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is 0.5
    # both H and B are 0.5, then Byzantine Eq. (because H is smaller than rate)
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.5, initial_h = 0.5)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.5]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test3.png')

The total rewards of Honest at round  1  is:  9844.607999999982 The total rewards of Byzantine at round  1  is:  11821.920000000038
tmp:  0.45436943104128047
total_r_honest:  9844.607999999982 total_r_byzantine:  11821.920000000038
The probability of being honest:  0.4753037126870858
The proportion of honest:  0.484375
The total rewards of Honest at round  2  is:  -126.72799999999961 The total rewards of Byzantine at round  2  is:  11495.880000000016
tmp:  -0.011146653681822482
total_r_honest:  -126.72799999999961 total_r_byzantine:  11495.880000000016
The probability of being honest:  0.3586725301381226
The proportion of honest:  0.388671875
TERMINATED! The final proportion of honest is:  0 The total rounds of game is:  2

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is 0.5
    # H larger than 0.5, then Honest Eq.
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.5, initial_h = 0.51)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.51]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test4.png')

The total rewards of Honest at round  1  is:  10529.569999999985 The total rewards of Byzantine at round  1  is:  0.0
tmp:  1.0
total_r_honest:  10529.569999999985 total_r_byzantine:  0.0
The probability of being honest:  0.628661404171865
The proportion of honest:  0.630859375
TERMINATED! The final proportion of honest is:  1 The total rounds of game is:  1

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is 0.5
    # B larger than 0.5, then Byzantine Eq.
    model = BFTblockchainModel(n = 100, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.5, initial_h = 0.48)

    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.48]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test5.png')

The total rewards of Honest at round  1  is:  -24.39999999999998 The total rewards of Byzantine at round  1  is:  2067.9999999999977
tmp:  -0.01193971422979057
total_r_honest:  -24.39999999999998 total_r_byzantine:  2067.9999999999977
The probability of being honest:  0.47386883020758874
The proportion of honest:  0.43999999999999995
TERMINATED! The final proportion of honest is:  0 The total rounds of game is:  1

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is larger than 0.5
    # H larger than threshold, then Honest Eq.
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.55, initial_h = 0.55)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.55]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test6.png')

The total rewards of Honest at round  1  is:  13143.774999999936 The total rewards of Byzantine at round  1  is:  0.0
tmp:  1.0
total_r_honest:  13143.774999999936 total_r_byzantine:  0.0
The probability of being honest:  0.6586285976849072
The proportion of honest:  0.66015625
TERMINATED! The final proportion of honest is:  1 The total rounds of game is:  1

from envs.game_env_multiRound import BFTblockchainModel
import matplotlib.pyplot as plt
import matplotlib.font_manager as font_manager
import numpy as np

if __name__ == '__main__':
    # when threshold is larger than 0.5
    # B larger than threshold, then Byzantine Eq.
    model = BFTblockchainModel(n = 512, R = 100, c_check = 5, c_send = 5, kappa = 1, threshold = 0.55, initial_h = 0.45)
    
    ax, fig = plt.subplots(figsize=(200, 100))
    model.setup();
    plt.scatter([model.counter for _ in range(100)], [0 for i in range(100)], color = 'black')
    p=[0.45]
    c=[0]
    rounds_h = []
    rounds_b = []
    rewards_h = []
    rewards_b = []
    
    while model.terminate == False:
        model.step()
        r_honest = model.r_honest_at_round
        r_byzantine = model.r_byzantine_at_round
        rewards_h += r_honest
        rewards_b += r_byzantine
        rounds_h += [model.counter for _ in range(len(r_honest))]
        rounds_b += [model.counter for _ in range(len(r_byzantine))]

        p.append(model.proportion_of_honest)
        c.append(model.counter)
    
    rewards_h = np.array(rewards_h) / 100
    rewards_b = np.array(rewards_b) / 100

    plt.scatter(rounds_h, rewards_h, color = 'blue', label = 'rewards of honest', s=5000)
    plt.scatter(rounds_b, rewards_b, color = 'red', label = 'rewards of byzantine', s=5000)
    plt.plot(c, p, color = 'green', label = 'proportion of honest', linewidth=50)
    font = font_manager.FontProperties(family='serif',
                                       style='normal', size=200)
    ax.legend(loc = 'upper right', prop=font)
    plt.xlabel('Number of Rounds', fontname='serif', fontsize = 200)
    plt.ylabel('Proportion of Honest', fontname='serif', fontsize = 200)
    plt.xticks(fontsize=200)
    plt.yticks(fontsize=200)
    plt.grid(True)
    plt.savefig('test7.png')

The total rewards of Honest at round  1  is:  -127.9080000000008 The total rewards of Byzantine at round  1  is:  13715.780000000019
tmp:  -0.009413394533007128
total_r_honest:  -127.9080000000008 total_r_byzantine:  13715.780000000019
The probability of being honest:  0.33354731888920264
The proportion of honest:  0.33984375
TERMINATED! The final proportion of honest is:  0 The total rounds of game is:  1